By Ali Ghorbani (auth.), Ning Zhong, Vic Callaghan, Ali A. Ghorbani, Bin Hu (eds.)
This booklet constitutes the refereed court cases of the seventh overseas convention on energetic Media know-how, AMT 2011, held in Lanzhou, China, in September 2011. The 30 revised complete papers and six keynote talks have been conscientiously reviewed and chosen for inclusion within the booklet. they're grouped in topcial sections on facts mining and development research in lively media; energetic human-Web interplay and social media; energetic internet intelligence purposes; energetic multi-agent and community platforms; in addition to expertise intelligence.
Read Online or Download Active Media Technology: 7th International Conference, AMT 2011, Lanzhou, China, September 7-9, 2011. Proceedings PDF
Best media books
Unbuttoned McLuhan! An intimate exploration of Marshall McLuhan's principles in his personal words
In the final 20 years of his lifestyles, Marshall McLuhan released -- frequently in collaboration with others -- a sequence of books that confirmed his popularity because the pre-eminent seer of the trendy age. It used to be McLuhan who made the excellence among "hot" and "cool" media. It was once he who saw that "the medium is the message" and who tossed off dozens of different both memorable words from "the international village" and "pattern recognition" to "feedback" and "iconic" imagery.
McLuhan used to be excess of a pithy-phrase maker, although. He foresaw -- at a time whilst the private desktop used to be a teckie myth -- that the area will be introduced jointly by way of the web. He foresaw the changes that may be wrought through electronic know-how. He understood, prior to any of his contemporaries, the results of the revolution that tv and the pc have been bringing approximately. in lots of methods, we're nonetheless catching as much as him.
In knowing Me, Stephanie McLuhan and David Staines have introduced jointly eighteen formerly unpublished lectures and interviews through or concerning Marshall McLuhan. they've got in universal the informality and accessibility of the spoken note. In each case, the textual content is the transcript taken down from the movie, audio, or video tape of the particular encounters -- this isn't what McLuhan wrote yet what he stated. the result's a revelation: the seer who frequently is considered aloof and vague is proven to be humorous, spontaneous, and simply understood.
This booklet explores the net and cellular ecosystems that are powered through cloud computing – a necessary, if now not necessary, a part of our daily lives. Billions of clients world-wide use this know-how for info sharing, communique and social networking and a excessive percentage of job is pushed via colossal media content material resembling photographs, movies and different rising 3D visible media.
Additional info for Active Media Technology: 7th International Conference, AMT 2011, Lanzhou, China, September 7-9, 2011. Proceedings
Wang, Y. Zeng, and N. Zhong with
- ) or unordered lists (tagged with
- ). Hence, domain concepts that are finer than the workshop topics can be extracted from the lines marked with
- . Figure 3 presents an example on the source code level organization on the “Topics of Interests”. org/" target="_blank">The Twenty-first International Joint Conference on Artificial Intelligence (IJCAI-09)
(a) Domain Concept Extraction from a Conference Title
IJCAI Workshop on Intelligent Techniques for Web Personalization and Recommender Systems - ITWP 2009(b) Domain Concept Extraction from a Workshop Title Fig.
MaxDecision( x) = arg max ( MPWC sc (h | x)) h∈EPPC sc (4) 36 H. Parvin, B. Minaei, and H. Alizadeh where sc is: sc( x ) = arg max (max ( MPWCi (h | x ))) i (5) h∈EPPCi Because of the reinforcement of the main classifier by some ensembles in erroneous regions, it is expected that the accuracy of this method outperforms a simple MLP or unweighted ensemble. 4 stands as the structure of the ensemble framework. 5 Experimental Results This section evaluates the results of applying the proposed framework on a Persian handwritten digit dataset named Hoda .
The first training phase of the proposed method m PWCi ( x | h) = ∑ wi , j * PWCi , j ( x | h) , h ∈ EPPCi (2) j =1 where x is a test data. The last step of the proposed framework is to combine the results of the main multiclass classifier and those of PWCi. It is worthy to note that there are 2*k outputs from the binary ensembles plus c outputs of the main multiclass classifier. So the problem is to map a 2*k+c intermediate space to a c space each of which corresponds to a class. The results of all these classifiers are fed as inputs in the aggregators.